{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Use-Cases of TDA Usage on 3D Shapes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Populating the interactive namespace from numpy and matplotlib\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "        <script type=\"text/javascript\">\n",
       "        window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
       "        if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
       "        if (typeof require !== 'undefined') {\n",
       "        require.undef(\"plotly\");\n",
       "        requirejs.config({\n",
       "            paths: {\n",
       "                'plotly': ['https://cdn.plot.ly/plotly-latest.min']\n",
       "            }\n",
       "        });\n",
       "        require(['plotly'], function(Plotly) {\n",
       "            window._Plotly = Plotly;\n",
       "        });\n",
       "        }\n",
       "        </script>\n",
       "        "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%pylab inline\n",
    "%load_ext autoreload\n",
    "%autoreload 2\n",
    "\n",
    "import warnings, tqdm\n",
    "\n",
    "warnings.simplefilter('ignore')\n",
    "from filtration.filtration import *\n",
    "\n",
    "pyo.init_notebook_mode(connected=True)\n",
    "from mpl_toolkits.mplot3d import Axes3D"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Load the 3D cloud point"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "code_folding": [
     0
    ]
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 21722/21722 [00:00<00:00, 382618.23it/s]\n"
     ]
    }
   ],
   "source": [
    "def load_3D_shape(filepath):\n",
    "\n",
    "    vec = []\n",
    "    num = sum(1 for line in open(filepath, 'r'))\n",
    "\n",
    "    with open(filepath, 'r') as raw:\n",
    "        for idx in tqdm.tqdm(range(num)):\n",
    "            tmp = raw.readline().split(' ')\n",
    "            if len(tmp) == 3: vec.append(np.asarray(tmp).astype('float'))\n",
    "\n",
    "    vec = np.vstack(vec)\n",
    "    \n",
    "    return vec\n",
    "\n",
    "vec = load_3D_shape('./samples/hand.off')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Build the persistence, and extract the components of dimension 0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "flt = Filtration(vec, use_alpha=False)\n",
    "flt.persistence(persistence_type='simple', dimension=0)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Compute the relative betti curve, based on dimension 0 components"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "btc = flt.betti_curve()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Compute the relative landscapes, based on dimension 0 components"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "ldc = flt.landscapes()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### General visualization"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Recast persistence diagram for gudhi visualization tools\n",
    "dig = [(0, tuple(e)) for e in flt.fil]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Deprecated parameter. It has been replaced by max_intervals\n",
      "Deprecated parameter. It has been replaced by max_intervals\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1296x1008 with 5 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(18,14))\n",
    "fig = gds.GridSpec(4, 2)\n",
    "ax0 = plt.subplot(fig[:,0], projection='3d')\n",
    "ax0.set_title('Mapped 3 Dimensional Data Cloud')\n",
    "ax0.set_xticks([])                               \n",
    "ax0.set_yticks([])                               \n",
    "ax0.set_zticks([])\n",
    "ax0.scatter(vec[:,0], vec[:,1], vec[:,2], s=2, c='coral')\n",
    "ax0.set_xlabel('x Coordinate')\n",
    "ax0.set_ylabel('y Coordinate')\n",
    "ax0.set_zlabel('z Coordinate')\n",
    "plt.subplot(fig[0,1])\n",
    "gudhi.plot_persistence_diagram(dig)\n",
    "plt.subplot(fig[1,1])\n",
    "gudhi.plot_persistence_barcode(dig)\n",
    "plt.subplot(fig[2,1])\n",
    "plt.title('Betti Curve')\n",
    "plt.plot(btc)\n",
    "plt.subplot(fig[3,1])\n",
    "plt.title('Persistence Landscapes')\n",
    "for ele in ldc: plt.plot(ele)\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "tdatoolbox",
   "language": "python",
   "name": "tdatoolbox"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
